import numpy as np
import pickle as pkl
import tensorflow as tf
from tensorflow.keras.applications.resnet50 import ResNet50,preprocess_input
from tensorflow.keras.preprocessing import image
from tensorflow.keras.layers import GlobalMaxPool2D
from sklearn.neighbors import NearestNeighbors
import os #to import the images names from image folder
from numpy.linalg import norm
path='E:/FTE/Projects/DL/Fashion/images'
filenames = []
for file in os.listdir(path):
filenames.append(os.path.join(path,file))
len(filenames)
44441
model= ResNet50(weights='imagenet',include_top=False, input_shape=(224,224,3))
model.trainable =False #we are not training the model as we are using pretrained model
model=tf.keras.models.Sequential([model,GlobalMaxPool2D()])
model.summary()
Model: "sequential"
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┓ ┃ Layer (type) ┃ Output Shape ┃ Param # ┃ ┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩ │ resnet50 (Functional) │ (None, 7, 7, 2048) │ 23,587,712 │ ├──────────────────────────────────────┼─────────────────────────────┼─────────────────┤ │ global_max_pooling2d │ (None, 2048) │ 0 │ │ (GlobalMaxPooling2D) │ │ │ └──────────────────────────────────────┴─────────────────────────────┴─────────────────┘
Total params: 23,587,712 (89.98 MB)
Trainable params: 0 (0.00 B)
Non-trainable params: 23,587,712 (89.98 MB)
img=image.load_img('54656.jpg',target_size=(224,224))
img_array= image.img_to_array(img)
img_array
array([[[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.],
...,
[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.]],
[[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.],
...,
[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.]],
[[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.],
...,
[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.]],
...,
[[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.],
...,
[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.]],
[[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.],
...,
[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.]],
[[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.],
...,
[255., 255., 255.],
[255., 255., 255.],
[255., 255., 255.]]], dtype=float32)
img_array.shape
(224, 224, 3)
img_expand_dim=np.expand_dims(img_array,axis=0)
img_expand_dim.shape
(1, 224, 224, 3)
img_preprocess= preprocess_input(img_expand_dim)
#now we have to fit it to the model and make prediction
result=model.predict(img_preprocess).flatten() ##flatten()--returns array in 1D from 2D
result
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array([0.8230597, 7.3155756, 3.181357 , ..., 0. , 8.227653 ,
1.2007859], dtype=float32)
norm_result=result/norm(result)
norm_result
array([0.0024294 , 0.02159317, 0.00939032, ..., 0. , 0.02428532,
0.00354432], dtype=float32)
def extract_features_from_images(image_path, model):
img=image.load_img(image_path,target_size=(224,224))
img_array= image.img_to_array(img)
img_array
img_expand_dim=np.expand_dims(img_array,axis=0)
img_preprocess= preprocess_input(img_expand_dim)
result=model.predict(img_preprocess).flatten()
norm_result=result/norm(result)
return norm_result
extract_features_from_images(filenames[0],model)
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array([0. , 0.01761617, 0.00171604, ..., 0.01247241, 0.02726403,
0.06899223], dtype=float32)
from tqdm import tqdm
image_features=[]
for file in tqdm(filenames[0:22000]):
image_features.append(extract_features_from_images(file,model))
image_features
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9%|██████▌ | 1927/22000 [07:00<1:10:40, 4.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▌ | 1928/22000 [07:00<1:09:35, 4.81it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 131ms/step
9%|██████▌ | 1929/22000 [07:01<1:08:46, 4.86it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 163ms/step
9%|██████▌ | 1930/22000 [07:01<1:11:24, 4.68it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▌ | 1931/22000 [07:01<1:12:17, 4.63it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 135ms/step
9%|██████▌ | 1932/22000 [07:01<1:10:42, 4.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 188ms/step
9%|██████▌ | 1933/22000 [07:02<1:15:53, 4.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 147ms/step
9%|██████▌ | 1934/22000 [07:02<1:14:49, 4.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▌ | 1935/22000 [07:02<1:12:27, 4.62it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▌ | 1936/22000 [07:02<1:10:50, 4.72it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 154ms/step
9%|██████▌ | 1937/22000 [07:02<1:11:55, 4.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▌ | 1938/22000 [07:03<1:12:00, 4.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 128ms/step
9%|██████▌ | 1939/22000 [07:03<1:10:29, 4.74it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 160ms/step
9%|██████▌ | 1940/22000 [07:03<1:12:34, 4.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 131ms/step
9%|██████▌ | 1941/22000 [07:03<1:10:55, 4.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▌ | 1942/22000 [07:03<1:09:42, 4.80it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▌ | 1943/22000 [07:04<1:08:54, 4.85it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 178ms/step
9%|██████▋ | 1944/22000 [07:04<1:13:37, 4.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 130ms/step
9%|██████▋ | 1945/22000 [07:04<1:11:36, 4.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1946/22000 [07:04<1:09:34, 4.80it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 197ms/step
9%|██████▋ | 1947/22000 [07:05<1:14:10, 4.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 147ms/step
9%|██████▋ | 1948/22000 [07:05<1:13:35, 4.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 131ms/step
9%|██████▋ | 1949/22000 [07:05<1:11:37, 4.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▋ | 1950/22000 [07:05<1:11:47, 4.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▋ | 1951/22000 [07:05<1:08:45, 4.86it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 154ms/step
9%|██████▋ | 1952/22000 [07:06<1:13:33, 4.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 142ms/step
9%|██████▋ | 1953/22000 [07:06<1:11:34, 4.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1954/22000 [07:06<1:10:11, 4.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 134ms/step
9%|██████▋ | 1955/22000 [07:06<1:09:12, 4.83it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 145ms/step
9%|██████▋ | 1956/22000 [07:06<1:10:42, 4.72it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1957/22000 [07:07<1:08:55, 4.85it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1958/22000 [07:07<1:08:19, 4.89it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 169ms/step
9%|██████▋ | 1959/22000 [07:07<1:11:03, 4.70it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▋ | 1960/22000 [07:07<1:11:22, 4.68it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1961/22000 [07:07<1:10:02, 4.77it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1962/22000 [07:08<1:09:07, 4.83it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 154ms/step
9%|██████▋ | 1963/22000 [07:08<1:12:14, 4.62it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 121ms/step
9%|██████▋ | 1964/22000 [07:08<1:12:42, 4.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▋ | 1965/22000 [07:08<1:10:23, 4.74it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 163ms/step
9%|██████▋ | 1966/22000 [07:09<1:14:02, 4.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 147ms/step
9%|██████▋ | 1967/22000 [07:09<1:11:54, 4.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 133ms/step
9%|██████▋ | 1968/22000 [07:09<1:10:49, 4.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1969/22000 [07:09<1:09:12, 4.82it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 169ms/step
9%|██████▋ | 1970/22000 [07:09<1:12:16, 4.62it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 139ms/step
9%|██████▋ | 1971/22000 [07:10<1:12:12, 4.62it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1972/22000 [07:10<1:10:37, 4.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1973/22000 [07:10<1:09:28, 4.80it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 163ms/step
9%|██████▋ | 1974/22000 [07:10<1:11:50, 4.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▋ | 1975/22000 [07:10<1:11:54, 4.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▋ | 1976/22000 [07:11<1:10:25, 4.74it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 121ms/step
9%|██████▋ | 1977/22000 [07:11<1:08:19, 4.88it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 169ms/step
9%|██████▋ | 1978/22000 [07:11<1:11:08, 4.69it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 133ms/step
9%|██████▋ | 1979/22000 [07:11<1:11:23, 4.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 126ms/step
9%|██████▊ | 1980/22000 [07:12<1:10:02, 4.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 127ms/step
9%|██████▊ | 1981/22000 [07:12<1:09:06, 4.83it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 162ms/step
9%|██████▊ | 1982/22000 [07:12<1:11:33, 4.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 131ms/step
9%|██████▊ | 1983/22000 [07:12<1:10:11, 4.75it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▊ | 1984/22000 [07:12<1:09:11, 4.82it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▊ | 1985/22000 [07:13<1:08:28, 4.87it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 163ms/step
9%|██████▊ | 1986/22000 [07:13<1:11:05, 4.69it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 147ms/step
9%|██████▊ | 1987/22000 [07:13<1:12:01, 4.63it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 121ms/step
9%|██████▊ | 1988/22000 [07:13<1:10:27, 4.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 188ms/step
9%|██████▊ | 1989/22000 [07:13<1:14:05, 4.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 146ms/step
9%|██████▊ | 1990/22000 [07:14<1:13:27, 4.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▊ | 1991/22000 [07:14<1:11:29, 4.66it/s]
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9%|██████▊ | 1992/22000 [07:14<1:10:04, 4.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 170ms/step
9%|██████▊ | 1993/22000 [07:14<1:12:55, 4.57it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▊ | 1994/22000 [07:15<1:12:37, 4.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 141ms/step
9%|██████▊ | 1995/22000 [07:15<1:10:53, 4.70it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 122ms/step
9%|██████▊ | 1996/22000 [07:15<1:09:40, 4.78it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 144ms/step
9%|██████▊ | 1997/22000 [07:15<1:10:22, 4.74it/s]
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9%|██████▊ | 1998/22000 [07:15<1:09:16, 4.81it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▊ | 1999/22000 [07:16<1:08:31, 4.86it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 163ms/step
9%|██████▊ | 2000/22000 [07:16<1:12:41, 4.59it/s]
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9%|██████▊ | 2001/22000 [07:16<1:10:54, 4.70it/s]
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9%|██████▊ | 2002/22000 [07:16<1:09:39, 4.79it/s]
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9%|██████▊ | 2003/22000 [07:16<1:08:48, 4.84it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 147ms/step
9%|██████▊ | 2004/22000 [07:17<1:10:25, 4.73it/s]
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9%|██████▊ | 2005/22000 [07:17<1:09:19, 4.81it/s]
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9%|██████▊ | 2006/22000 [07:17<1:07:54, 4.91it/s]
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9%|██████▊ | 2007/22000 [07:17<1:09:49, 4.77it/s]
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9%|██████▊ | 2008/22000 [07:17<1:08:54, 4.84it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 138ms/step
9%|██████▊ | 2009/22000 [07:18<1:08:16, 4.88it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 156ms/step
9%|██████▊ | 2010/22000 [07:18<1:10:56, 4.70it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▊ | 2011/22000 [07:18<1:11:15, 4.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 147ms/step
9%|██████▊ | 2012/22000 [07:18<1:11:28, 4.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 154ms/step
9%|██████▊ | 2013/22000 [07:19<1:13:52, 4.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 143ms/step
9%|██████▊ | 2014/22000 [07:19<1:11:44, 4.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 140ms/step
9%|██████▊ | 2015/22000 [07:19<1:10:16, 4.74it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 164ms/step
9%|██████▊ | 2016/22000 [07:19<1:12:17, 4.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 131ms/step
9%|██████▉ | 2017/22000 [07:19<1:10:38, 4.72it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▉ | 2018/22000 [07:20<1:09:28, 4.79it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 132ms/step
9%|██████▉ | 2019/22000 [07:20<1:08:38, 4.85it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 147ms/step
9%|██████▉ | 2020/22000 [07:20<1:11:10, 4.68it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 116ms/step
9%|██████▉ | 2021/22000 [07:20<1:09:49, 4.77it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19479/22000 [1:11:41<05:28, 7.67it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19481/22000 [1:11:41<05:24, 7.75it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19483/22000 [1:11:41<05:21, 7.84it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19487/22000 [1:11:42<05:21, 7.80it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19489/22000 [1:11:42<05:26, 7.70it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19502/22000 [1:11:44<05:26, 7.66it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19503/22000 [1:11:44<05:15, 7.92it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19505/22000 [1:11:44<05:13, 7.96it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19506/22000 [1:11:44<05:29, 7.57it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19507/22000 [1:11:44<05:22, 7.74it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19508/22000 [1:11:45<05:23, 7.70it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19509/22000 [1:11:45<05:24, 7.67it/s]
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89%|█████████████████████████████████████████████████████████████████▌ | 19510/22000 [1:11:45<05:19, 7.80it/s]
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89%|█████████████████████████████████████████████████████████████████▋ | 19511/22000 [1:11:45<05:21, 7.75it/s]
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89%|█████████████████████████████████████████████████████████████████▋ | 19512/22000 [1:11:45<05:22, 7.71it/s]
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19535/22000 [1:11:48<05:18, 7.75it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19536/22000 [1:11:48<05:31, 7.44it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19537/22000 [1:11:49<05:28, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19538/22000 [1:11:49<05:28, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19539/22000 [1:11:49<05:28, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19540/22000 [1:11:49<05:32, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19541/22000 [1:11:49<05:35, 7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19542/22000 [1:11:49<05:33, 7.37it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19543/22000 [1:11:49<05:28, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19544/22000 [1:11:49<05:38, 7.26it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19545/22000 [1:11:50<05:33, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19546/22000 [1:11:50<05:23, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|█████████████████████████████████████████████████████████████████▋ | 19547/22000 [1:11:50<05:23, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19548/22000 [1:11:50<05:19, 7.68it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19549/22000 [1:11:50<05:19, 7.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19550/22000 [1:11:50<05:17, 7.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19551/22000 [1:11:50<05:18, 7.68it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19552/22000 [1:11:51<05:24, 7.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19553/22000 [1:11:51<05:12, 7.84it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19554/22000 [1:11:51<05:14, 7.77it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19555/22000 [1:11:51<05:16, 7.72it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19556/22000 [1:11:51<05:11, 7.85it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19557/22000 [1:11:51<05:14, 7.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19558/22000 [1:11:51<05:15, 7.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19559/22000 [1:11:51<05:21, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19560/22000 [1:11:52<05:19, 7.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19561/22000 [1:11:52<05:10, 7.86it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19562/22000 [1:11:52<05:13, 7.78it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19563/22000 [1:11:52<05:22, 7.56it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19564/22000 [1:11:52<05:37, 7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19565/22000 [1:11:52<05:41, 7.14it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19566/22000 [1:11:52<05:37, 7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19567/22000 [1:11:52<05:34, 7.28it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19568/22000 [1:11:53<05:30, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19569/22000 [1:11:53<05:31, 7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19570/22000 [1:11:53<05:23, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 107ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19571/22000 [1:11:53<05:40, 7.13it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19572/22000 [1:11:53<05:35, 7.24it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19573/22000 [1:11:53<05:42, 7.09it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19574/22000 [1:11:53<05:39, 7.14it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19575/22000 [1:11:54<05:34, 7.24it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19576/22000 [1:11:54<05:29, 7.35it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19577/22000 [1:11:54<05:49, 6.94it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19578/22000 [1:11:54<05:33, 7.27it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19579/22000 [1:11:54<05:28, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19580/22000 [1:11:54<05:31, 7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19581/22000 [1:11:54<05:25, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19582/22000 [1:11:55<05:23, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19583/22000 [1:11:55<05:25, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▊ | 19584/22000 [1:11:55<05:23, 7.46it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19585/22000 [1:11:55<05:24, 7.44it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 119ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19586/22000 [1:11:55<05:45, 6.98it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19587/22000 [1:11:55<05:49, 6.90it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19588/22000 [1:11:55<05:43, 7.02it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19589/22000 [1:11:56<05:35, 7.20it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19590/22000 [1:11:56<05:23, 7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19591/22000 [1:11:56<05:18, 7.57it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19592/22000 [1:11:56<05:21, 7.49it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19593/22000 [1:11:56<05:23, 7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19594/22000 [1:11:56<05:24, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19595/22000 [1:11:56<05:22, 7.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19596/22000 [1:11:56<05:19, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19597/22000 [1:11:57<05:18, 7.55it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19598/22000 [1:11:57<05:20, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19599/22000 [1:11:57<05:24, 7.40it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19600/22000 [1:11:57<05:23, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19601/22000 [1:11:57<05:19, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19602/22000 [1:11:57<05:24, 7.40it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19603/22000 [1:11:57<05:15, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19604/22000 [1:11:58<05:15, 7.60it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19605/22000 [1:11:58<05:08, 7.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19606/22000 [1:11:58<05:10, 7.72it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19607/22000 [1:11:58<05:15, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19608/22000 [1:11:58<05:27, 7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19609/22000 [1:11:58<05:25, 7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19610/22000 [1:11:58<05:34, 7.14it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19611/22000 [1:11:58<05:30, 7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19612/22000 [1:11:59<05:25, 7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19613/22000 [1:11:59<05:24, 7.37it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19614/22000 [1:11:59<05:21, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19615/22000 [1:11:59<05:18, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19616/22000 [1:11:59<05:17, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19617/22000 [1:11:59<05:21, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19618/22000 [1:11:59<05:20, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19619/22000 [1:12:00<05:19, 7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19620/22000 [1:12:00<05:17, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|█████████████████████████████████████████████████████████████████▉ | 19621/22000 [1:12:00<05:16, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████ | 19622/22000 [1:12:00<05:13, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 75ms/step
89%|██████████████████████████████████████████████████████████████████ | 19623/22000 [1:12:00<05:19, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
89%|██████████████████████████████████████████████████████████████████ | 19624/22000 [1:12:00<05:24, 7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
89%|██████████████████████████████████████████████████████████████████ | 19625/22000 [1:12:00<05:14, 7.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
89%|██████████████████████████████████████████████████████████████████ | 19626/22000 [1:12:00<05:27, 7.26it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████ | 19627/22000 [1:12:01<05:27, 7.24it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|██████████████████████████████████████████████████████████████████ | 19628/22000 [1:12:01<05:22, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|██████████████████████████████████████████████████████████████████ | 19629/22000 [1:12:01<05:25, 7.28it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|██████████████████████████████████████████████████████████████████ | 19630/22000 [1:12:01<05:19, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|██████████████████████████████████████████████████████████████████ | 19631/22000 [1:12:01<05:13, 7.56it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
89%|██████████████████████████████████████████████████████████████████ | 19632/22000 [1:12:01<05:20, 7.39it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
89%|██████████████████████████████████████████████████████████████████ | 19633/22000 [1:12:01<05:24, 7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
89%|██████████████████████████████████████████████████████████████████ | 19634/22000 [1:12:02<05:14, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
89%|██████████████████████████████████████████████████████████████████ | 19635/22000 [1:12:02<05:35, 7.05it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
89%|██████████████████████████████████████████████████████████████████ | 19636/22000 [1:12:02<05:21, 7.35it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|██████████████████████████████████████████████████████████████████ | 19637/22000 [1:12:02<05:21, 7.35it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|██████████████████████████████████████████████████████████████████ | 19638/22000 [1:12:02<05:21, 7.35it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step
89%|██████████████████████████████████████████████████████████████████ | 19639/22000 [1:12:02<05:16, 7.46it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|██████████████████████████████████████████████████████████████████ | 19640/22000 [1:12:02<05:03, 7.78it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
89%|██████████████████████████████████████████████████████████████████ | 19641/22000 [1:12:02<05:01, 7.82it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
89%|██████████████████████████████████████████████████████████████████ | 19642/22000 [1:12:03<05:11, 7.57it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
89%|██████████████████████████████████████████████████████████████████ | 19643/22000 [1:12:03<05:13, 7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
89%|██████████████████████████████████████████████████████████████████ | 19644/22000 [1:12:03<05:13, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
89%|██████████████████████████████████████████████████████████████████ | 19645/22000 [1:12:03<05:02, 7.79it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████ | 19646/22000 [1:12:03<05:05, 7.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|██████████████████████████████████████████████████████████████████ | 19647/22000 [1:12:03<05:17, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|██████████████████████████████████████████████████████████████████ | 19648/22000 [1:12:03<05:19, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████ | 19649/22000 [1:12:04<05:16, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████ | 19650/22000 [1:12:04<05:14, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
89%|██████████████████████████████████████████████████████████████████ | 19651/22000 [1:12:04<05:12, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|██████████████████████████████████████████████████████████████████ | 19652/22000 [1:12:04<05:13, 7.49it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 76ms/step
89%|██████████████████████████████████████████████████████████████████ | 19653/22000 [1:12:04<05:13, 7.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
89%|██████████████████████████████████████████████████████████████████ | 19654/22000 [1:12:04<05:12, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step
89%|██████████████████████████████████████████████████████████████████ | 19655/22000 [1:12:04<05:18, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
89%|██████████████████████████████████████████████████████████████████ | 19656/22000 [1:12:05<05:30, 7.09it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|██████████████████████████████████████████████████████████████████ | 19657/22000 [1:12:05<05:21, 7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████ | 19658/22000 [1:12:05<05:17, 7.38it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19659/22000 [1:12:05<05:16, 7.39it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19660/22000 [1:12:05<05:17, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19661/22000 [1:12:05<05:13, 7.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19662/22000 [1:12:05<05:11, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19663/22000 [1:12:05<05:14, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19664/22000 [1:12:06<05:07, 7.60it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 75ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19665/22000 [1:12:06<05:12, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19666/22000 [1:12:06<05:04, 7.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19667/22000 [1:12:06<05:04, 7.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19668/22000 [1:12:06<05:11, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19669/22000 [1:12:06<05:10, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19670/22000 [1:12:06<05:06, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 73ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19671/22000 [1:12:07<05:06, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19672/22000 [1:12:07<05:06, 7.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19673/22000 [1:12:07<05:05, 7.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19674/22000 [1:12:07<05:07, 7.56it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19676/22000 [1:12:07<05:03, 7.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19677/22000 [1:12:07<04:56, 7.84it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19678/22000 [1:12:07<05:01, 7.70it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19679/22000 [1:12:08<05:16, 7.32it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19680/22000 [1:12:08<05:12, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19681/22000 [1:12:08<05:05, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19682/22000 [1:12:08<04:59, 7.75it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19683/22000 [1:12:08<05:07, 7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19684/22000 [1:12:08<05:07, 7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19685/22000 [1:12:08<05:02, 7.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19686/22000 [1:12:08<05:05, 7.57it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19687/22000 [1:12:09<05:08, 7.49it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19688/22000 [1:12:09<05:06, 7.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step
89%|██████████████████████████████████████████████████████████████████▏ | 19689/22000 [1:12:09<04:54, 7.86it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
90%|██████████████████████████████████████████████████████████████████▏ | 19690/22000 [1:12:09<04:57, 7.78it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▏ | 19691/22000 [1:12:09<04:58, 7.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▏ | 19692/22000 [1:12:09<05:04, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▏ | 19693/22000 [1:12:09<04:53, 7.87it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▏ | 19694/22000 [1:12:10<05:02, 7.62it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▏ | 19695/22000 [1:12:10<05:00, 7.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19696/22000 [1:12:10<05:00, 7.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19697/22000 [1:12:10<05:01, 7.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19698/22000 [1:12:10<05:06, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19699/22000 [1:12:10<05:09, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19700/22000 [1:12:10<05:02, 7.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19701/22000 [1:12:10<04:55, 7.77it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19702/22000 [1:12:11<05:07, 7.49it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19703/22000 [1:12:11<05:06, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19704/22000 [1:12:11<05:05, 7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19705/22000 [1:12:11<04:57, 7.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19706/22000 [1:12:11<05:05, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 99ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19707/22000 [1:12:11<05:12, 7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19708/22000 [1:12:11<05:09, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19709/22000 [1:12:12<05:17, 7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19710/22000 [1:12:12<05:15, 7.26it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19711/22000 [1:12:12<05:14, 7.29it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19712/22000 [1:12:12<05:05, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19713/22000 [1:12:12<05:10, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19714/22000 [1:12:12<05:07, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19715/22000 [1:12:12<05:05, 7.48it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19716/22000 [1:12:12<04:57, 7.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19717/22000 [1:12:13<05:06, 7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19718/22000 [1:12:13<05:12, 7.31it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19719/22000 [1:12:13<04:56, 7.68it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19720/22000 [1:12:13<04:57, 7.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19721/22000 [1:12:13<05:05, 7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19722/22000 [1:12:13<05:00, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19723/22000 [1:12:13<05:03, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19724/22000 [1:12:14<05:02, 7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19725/22000 [1:12:14<04:51, 7.82it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19726/22000 [1:12:14<04:59, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19727/22000 [1:12:14<04:53, 7.75it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 88ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19728/22000 [1:12:14<05:01, 7.55it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19729/22000 [1:12:14<05:02, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19730/22000 [1:12:14<05:01, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19731/22000 [1:12:14<04:50, 7.81it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▎ | 19732/22000 [1:12:15<05:01, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19749/22000 [1:12:17<05:14, 7.15it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19751/22000 [1:12:17<05:08, 7.29it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 103ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19752/22000 [1:12:17<05:06, 7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19753/22000 [1:12:17<05:06, 7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19754/22000 [1:12:18<05:02, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19755/22000 [1:12:18<05:00, 7.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19756/22000 [1:12:18<05:00, 7.46it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19757/22000 [1:12:18<05:09, 7.26it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19758/22000 [1:12:18<05:11, 7.19it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19759/22000 [1:12:18<05:06, 7.31it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19760/22000 [1:12:18<05:00, 7.44it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19761/22000 [1:12:19<05:06, 7.31it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19762/22000 [1:12:19<04:58, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19763/22000 [1:12:19<05:08, 7.25it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19764/22000 [1:12:19<05:09, 7.23it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19765/22000 [1:12:19<05:07, 7.27it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19766/22000 [1:12:19<05:03, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19767/22000 [1:12:19<05:04, 7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19768/22000 [1:12:19<05:01, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19769/22000 [1:12:20<05:05, 7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▍ | 19770/22000 [1:12:20<05:09, 7.20it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 107ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19771/22000 [1:12:20<05:08, 7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19772/22000 [1:12:20<05:03, 7.33it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19773/22000 [1:12:20<05:15, 7.07it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19774/22000 [1:12:20<05:03, 7.32it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19775/22000 [1:12:20<05:04, 7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19776/22000 [1:12:21<05:00, 7.39it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19777/22000 [1:12:21<05:08, 7.20it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19778/22000 [1:12:21<05:15, 7.04it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 99ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19779/22000 [1:12:21<05:04, 7.30it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19780/22000 [1:12:21<05:21, 6.90it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 142ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19781/22000 [1:12:21<05:55, 6.24it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19782/22000 [1:12:21<05:44, 6.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 105ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19783/22000 [1:12:22<05:56, 6.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19784/22000 [1:12:22<05:41, 6.49it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19785/22000 [1:12:22<05:27, 6.75it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19786/22000 [1:12:22<05:16, 6.99it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 105ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19787/22000 [1:12:22<05:14, 7.03it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19788/22000 [1:12:22<05:10, 7.13it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19789/22000 [1:12:22<05:00, 7.37it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19790/22000 [1:12:23<05:02, 7.31it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19791/22000 [1:12:23<04:57, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19792/22000 [1:12:23<05:14, 7.01it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19793/22000 [1:12:23<05:11, 7.07it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19794/22000 [1:12:23<05:05, 7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19795/22000 [1:12:23<05:08, 7.14it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 71ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19796/22000 [1:12:23<04:59, 7.37it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19797/22000 [1:12:24<04:56, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19798/22000 [1:12:24<04:43, 7.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19799/22000 [1:12:24<04:50, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19800/22000 [1:12:24<04:49, 7.60it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19801/22000 [1:12:24<04:58, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19802/22000 [1:12:24<04:50, 7.57it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19803/22000 [1:12:24<04:58, 7.36it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19804/22000 [1:12:25<04:55, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19805/22000 [1:12:25<04:59, 7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19806/22000 [1:12:25<04:57, 7.38it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▌ | 19807/22000 [1:12:25<04:57, 7.37it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 76ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19808/22000 [1:12:25<04:54, 7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19809/22000 [1:12:25<04:48, 7.60it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 104ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19810/22000 [1:12:25<04:50, 7.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19811/22000 [1:12:25<04:45, 7.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19812/22000 [1:12:26<04:46, 7.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19813/22000 [1:12:26<04:45, 7.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 76ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19827/22000 [1:12:28<04:43, 7.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19828/22000 [1:12:28<04:43, 7.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19829/22000 [1:12:28<04:36, 7.86it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19830/22000 [1:12:28<04:40, 7.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19831/22000 [1:12:28<04:45, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19832/22000 [1:12:28<04:41, 7.70it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19833/22000 [1:12:28<04:46, 7.56it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 98ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19834/22000 [1:12:29<05:07, 7.06it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19835/22000 [1:12:29<05:03, 7.13it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 99ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19836/22000 [1:12:29<05:05, 7.08it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19837/22000 [1:12:29<05:08, 7.00it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19838/22000 [1:12:29<05:21, 6.72it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19839/22000 [1:12:29<05:17, 6.82it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19840/22000 [1:12:29<05:14, 6.86it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19841/22000 [1:12:30<05:12, 6.90it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19842/22000 [1:12:30<05:13, 6.89it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19843/22000 [1:12:30<05:11, 6.93it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▋ | 19844/22000 [1:12:30<05:06, 7.04it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19845/22000 [1:12:30<05:06, 7.03it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19846/22000 [1:12:30<05:09, 6.96it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19847/22000 [1:12:30<05:09, 6.95it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19848/22000 [1:12:31<04:56, 7.27it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19849/22000 [1:12:31<04:46, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19850/22000 [1:12:31<04:45, 7.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19851/22000 [1:12:31<04:49, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19852/22000 [1:12:31<04:42, 7.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19853/22000 [1:12:31<04:46, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19854/22000 [1:12:31<04:45, 7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19855/22000 [1:12:31<04:34, 7.81it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19856/22000 [1:12:32<04:39, 7.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19857/22000 [1:12:32<04:53, 7.31it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 70ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19858/22000 [1:12:32<04:44, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19859/22000 [1:12:32<04:40, 7.63it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19860/22000 [1:12:32<04:39, 7.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 93ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19861/22000 [1:12:32<04:55, 7.23it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19862/22000 [1:12:32<04:55, 7.23it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 102ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19863/22000 [1:12:33<05:01, 7.08it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19864/22000 [1:12:33<05:04, 7.01it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19865/22000 [1:12:33<04:54, 7.24it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19866/22000 [1:12:33<05:01, 7.07it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19867/22000 [1:12:33<05:03, 7.03it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19868/22000 [1:12:33<04:58, 7.13it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 77ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19869/22000 [1:12:33<04:50, 7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19870/22000 [1:12:33<04:47, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19871/22000 [1:12:34<04:41, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19872/22000 [1:12:34<04:38, 7.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 91ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19873/22000 [1:12:34<04:46, 7.42it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19874/22000 [1:12:34<04:46, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19875/22000 [1:12:34<04:47, 7.40it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19876/22000 [1:12:34<04:50, 7.32it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19878/22000 [1:12:35<04:44, 7.45it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19879/22000 [1:12:35<04:42, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19880/22000 [1:12:35<04:36, 7.68it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▊ | 19881/22000 [1:12:35<04:38, 7.62it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19882/22000 [1:12:35<04:28, 7.90it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19883/22000 [1:12:35<04:32, 7.77it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19884/22000 [1:12:35<04:32, 7.75it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19885/22000 [1:12:35<04:38, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 86ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19886/22000 [1:12:36<04:29, 7.85it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19887/22000 [1:12:36<04:33, 7.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19888/22000 [1:12:36<04:36, 7.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19889/22000 [1:12:36<04:36, 7.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19890/22000 [1:12:36<04:45, 7.39it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19891/22000 [1:12:36<04:47, 7.34it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 90ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19892/22000 [1:12:36<04:35, 7.66it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19893/22000 [1:12:37<04:35, 7.64it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19894/22000 [1:12:37<04:40, 7.52it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19895/22000 [1:12:37<04:37, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19896/22000 [1:12:37<04:28, 7.82it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19897/22000 [1:12:37<04:31, 7.76it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19898/22000 [1:12:37<04:36, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19899/22000 [1:12:37<04:39, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19900/22000 [1:12:37<04:35, 7.63it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19901/22000 [1:12:38<04:36, 7.60it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 101ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19902/22000 [1:12:38<04:39, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 99ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19903/22000 [1:12:38<04:37, 7.55it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19904/22000 [1:12:38<04:31, 7.73it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19905/22000 [1:12:38<04:32, 7.69it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 72ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19906/22000 [1:12:38<04:33, 7.67it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19907/22000 [1:12:38<04:37, 7.54it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19908/22000 [1:12:38<04:36, 7.56it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19909/22000 [1:12:39<04:36, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
90%|██████████████████████████████████████████████████████████████████▉ | 19910/22000 [1:12:39<04:39, 7.47it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19911/22000 [1:12:39<04:34, 7.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 106ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19912/22000 [1:12:39<04:38, 7.51it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19913/22000 [1:12:39<04:37, 7.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19914/22000 [1:12:39<04:30, 7.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 95ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19915/22000 [1:12:39<04:37, 7.50it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19916/22000 [1:12:40<04:35, 7.56it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 92ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19917/22000 [1:12:40<04:41, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 110ms/step
91%|██████████████████████████████████████████████████████████████████▉ | 19918/22000 [1:12:40<04:47, 7.24it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 133ms/step
91%|███████████████████████████████████████████████████████████████████ | 19919/22000 [1:12:40<05:10, 6.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 105ms/step
91%|███████████████████████████████████████████████████████████████████ | 19920/22000 [1:12:40<05:18, 6.53it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 82ms/step
91%|███████████████████████████████████████████████████████████████████ | 19921/22000 [1:12:40<04:59, 6.95it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 89ms/step
91%|███████████████████████████████████████████████████████████████████ | 19922/22000 [1:12:40<04:58, 6.96it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
91%|███████████████████████████████████████████████████████████████████ | 19923/22000 [1:12:41<04:47, 7.22it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
91%|███████████████████████████████████████████████████████████████████ | 19924/22000 [1:12:41<04:33, 7.59it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
91%|███████████████████████████████████████████████████████████████████ | 19925/22000 [1:12:41<04:33, 7.60it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 78ms/step
91%|███████████████████████████████████████████████████████████████████ | 19926/22000 [1:12:41<04:43, 7.32it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 81ms/step
91%|███████████████████████████████████████████████████████████████████ | 19927/22000 [1:12:41<04:33, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
91%|███████████████████████████████████████████████████████████████████ | 19928/22000 [1:12:41<04:33, 7.58it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 96ms/step
91%|███████████████████████████████████████████████████████████████████ | 19929/22000 [1:12:41<04:30, 7.65it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 99ms/step
91%|███████████████████████████████████████████████████████████████████ | 19930/22000 [1:12:41<04:37, 7.46it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
91%|███████████████████████████████████████████████████████████████████ | 19931/22000 [1:12:42<04:31, 7.61it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 83ms/step
91%|███████████████████████████████████████████████████████████████████ | 19932/22000 [1:12:42<04:38, 7.41it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 79ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 94ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
91%|███████████████████████████████████████████████████████████████████ | 19936/22000 [1:12:42<04:25, 7.77it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 100ms/step
91%|███████████████████████████████████████████████████████████████████ | 19938/22000 [1:12:43<04:37, 7.43it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 84ms/step
91%|███████████████████████████████████████████████████████████████████ | 19939/22000 [1:12:43<04:27, 7.71it/s]
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 80ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 97ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 85ms/step
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1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
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92%|███████████████████████████████████████████████████████████████████▉ | 20180/22000 [1:13:15<04:10, 7.27it/s]
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92%|███████████████████████████████████████████████████████████████████▉ | 20187/22000 [1:13:16<04:02, 7.48it/s]
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92%|███████████████████████████████████████████████████████████████████▉ | 20202/22000 [1:13:18<04:00, 7.48it/s]
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92%|███████████████████████████████████████████████████████████████████▉ | 20205/22000 [1:13:18<04:03, 7.36it/s]
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92%|███████████████████████████████████████████████████████████████████▉ | 20208/22000 [1:13:18<03:53, 7.68it/s]
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array([0.00678414, 0.06361807, 0.01147019, ..., 0.00330873, 0.01632606,
0.01259786], dtype=float32),
array([0.00281281, 0.02405086, 0.00046424, ..., 0.0059977 , 0.02538775,
0.06569739], dtype=float32),
array([0.00281281, 0.02405086, 0.00046424, ..., 0.0059977 , 0.02538775,
0.06569739], dtype=float32),
array([0. , 0.01146138, 0.02944105, ..., 0.03116055, 0.04181655,
0.01499955], dtype=float32),
array([0.00584946, 0.02039551, 0.01110731, ..., 0.00186891, 0.00334035,
0.02892548], dtype=float32),
array([0. , 0.0298778 , 0.01090512, ..., 0. , 0.00727853,
0.01605096], dtype=float32),
array([0. , 0.02379633, 0.00061574, ..., 0. , 0.01353858,
0.01609405], dtype=float32),
array([0.00302332, 0.01935215, 0.00037897, ..., 0. , 0.03349726,
0.01362018], dtype=float32),
array([0. , 0.00651298, 0.01086533, ..., 0. , 0.00190819,
0.00254077], dtype=float32),
array([0.00890285, 0.02897975, 0.00926228, ..., 0.00298902, 0.02362044,
0.00742319], dtype=float32),
array([0. , 0.02205115, 0. , ..., 0. , 0.0106852 ,
0.01738824], dtype=float32),
array([0.00371639, 0.03027756, 0.00404628, ..., 0. , 0. ,
0.02305364], dtype=float32),
array([0.00436597, 0.02753756, 0.00021262, ..., 0. , 0.00369791,
0.01327883], dtype=float32),
array([0. , 0.0222106 , 0.00677549, ..., 0. , 0.0058469 ,
0.01832118], dtype=float32),
array([0.00850524, 0.05261699, 0.00889246, ..., 0.00888158, 0.02432275,
0.01072419], dtype=float32),
array([0.00850524, 0.05261699, 0.00889246, ..., 0.00888158, 0.02432275,
0.01072419], dtype=float32),
array([0.0043027 , 0.0420877 , 0.01170308, ..., 0.00035344, 0.02927218,
0.02171315], dtype=float32),
array([0.0043027 , 0.0420877 , 0.01170308, ..., 0.00035344, 0.02927218,
0.02171315], dtype=float32),
array([0.01517241, 0.05566406, 0. , ..., 0.00040735, 0.01817228,
0.03079461], dtype=float32),
array([0.01517241, 0.05566406, 0. , ..., 0.00040735, 0.01817228,
0.03079461], dtype=float32),
array([0.01043567, 0.0432736 , 0. , ..., 0. , 0.02661951,
0.01540051], dtype=float32),
array([0.01043567, 0.0432736 , 0. , ..., 0. , 0.02661951,
0.01540051], dtype=float32),
array([0.00415362, 0.03602977, 0.00657823, ..., 0.00534054, 0.0486702 ,
0. ], dtype=float32),
array([0.00827242, 0.03481306, 0. , ..., 0.00202308, 0.05875309,
0.0147406 ], dtype=float32),
array([0.00267162, 0.01709372, 0.00667388, ..., 0.00107236, 0.00823782,
0.02756194], dtype=float32),
array([0.00316048, 0.06470996, 0.00304155, ..., 0.003391 , 0.01973697,
0.00783789], dtype=float32),
array([0.00423498, 0.04244759, 0.0050957 , ..., 0.00244476, 0.03192971,
0.02002057], dtype=float32),
array([0.00060853, 0.03637688, 0.00812367, ..., 0.00985696, 0.02763451,
0.00617474], dtype=float32),
array([0.00700878, 0.02031803, 0. , ..., 0.00433302, 0.00628157,
0.02892576], dtype=float32),
array([0.01167878, 0.04305697, 0.00663698, ..., 0.00067911, 0. ,
0.03398912], dtype=float32),
array([0.00375668, 0.00388534, 0.01481093, ..., 0. , 0.00162514,
0.04277168], dtype=float32),
array([0. , 0.01121281, 0.00645714, ..., 0.00270847, 0.01182991,
0.01171711], dtype=float32),
array([0.00638166, 0.00232165, 0. , ..., 0. , 0.04291219,
0.03932803], dtype=float32),
array([0.00252409, 0. , 0.00437378, ..., 0.00551694, 0. ,
0.00257869], dtype=float32),
array([0.00458336, 0.00345549, 0.00428263, ..., 0.00773081, 0. ,
0.00671333], dtype=float32),
array([0.00730725, 0.0127489 , 0.00761761, ..., 0. , 0.0256296 ,
0.03359584], dtype=float32),
array([0.00364639, 0.01765523, 0. , ..., 0.00295268, 0.01948638,
0.03198824], dtype=float32),
array([0.00511932, 0.01190017, 0.00692092, ..., 0.01221905, 0.00107746,
0.00587591], dtype=float32),
array([0. , 0.00629325, 0.00938672, ..., 0.01825013, 0. ,
0. ], dtype=float32),
array([0.00138673, 0.00386521, 0.00714621, ..., 0.00724799, 0.01138887,
0.04920045], dtype=float32),
array([0. , 0.00269903, 0.00663151, ..., 0.00272932, 0.00993169,
0.02015868], dtype=float32),
array([0. , 0.00462019, 0.01128469, ..., 0. , 0.01160182,
0.05263656], dtype=float32),
array([0.00393944, 0.00558713, 0.00173943, ..., 0.00160771, 0. ,
0.00475811], dtype=float32),
array([0.00642548, 0.01409875, 0.00950093, ..., 0. , 0. ,
0.00283691], dtype=float32),
array([0. , 0.00033376, 0.00712771, ..., 0.01041244, 0. ,
0.01831978], dtype=float32),
array([0.00486257, 0. , 0.00237962, ..., 0.01136643, 0. ,
0.00914377], dtype=float32),
array([0. , 0.00912994, 0.01363761, ..., 0.00589244, 0. ,
0.01433059], dtype=float32),
array([0. , 0.00087122, 0.01311218, ..., 0.00971356, 0. ,
0.00316691], dtype=float32),
array([0.00414696, 0.00745158, 0.01158063, ..., 0.00931724, 0. ,
0.02293949], dtype=float32),
array([0. , 0.00540286, 0.01046749, ..., 0.01026864, 0. ,
0.0139896 ], dtype=float32),
array([0. , 0.01024564, 0.00966122, ..., 0.02189298, 0.04242573,
0.02136325], dtype=float32),
array([0.01943418, 0.00558332, 0.01279603, ..., 0.00598956, 0.00421607,
0.01121187], dtype=float32),
array([0. , 0.00689624, 0.00736094, ..., 0.01039617, 0.0451285 ,
0.01308575], dtype=float32),
array([0.00410901, 0.00047433, 0.00178199, ..., 0.00464318, 0. ,
0.00463183], dtype=float32),
array([0.00583324, 0.00192261, 0.00754646, ..., 0.00585086, 0. ,
0.00568447], dtype=float32),
array([0.01084478, 0.00625544, 0.00876143, ..., 0.00208622, 0. ,
0.01882427], dtype=float32),
array([0.00179727, 0. , 0.00147291, ..., 0.00500381, 0. ,
0.01639257], dtype=float32),
array([0.00044141, 0. , 0.00516592, ..., 0.00638592, 0. ,
0.02395182], dtype=float32),
array([0. , 0.0103884 , 0.01234592, ..., 0.0035335 , 0. ,
0.01463704], dtype=float32),
array([0. , 0.00334116, 0.00411655, ..., 0.00281534, 0.01078397,
0.00187313], dtype=float32),
array([0.00255392, 0.01312907, 0.02113624, ..., 0.00533836, 0.01045172,
0.01516647], dtype=float32),
array([0. , 0.00529072, 0. , ..., 0. , 0. ,
0.00405014], dtype=float32),
array([0. , 0. , 0.00796175, ..., 0.00578187, 0.0048749 ,
0.00402484], dtype=float32),
array([0. , 0. , 0. , ..., 0.00924097, 0.00789389,
0.0075003 ], dtype=float32),
array([0. , 0.00545373, 0.00757887, ..., 0.01682967, 0.02358586,
0.04341284], dtype=float32),
array([0.00039459, 0.01920273, 0.0011226 , ..., 0.00272209, 0.03676817,
0.02931534], dtype=float32),
array([0. , 0.00724692, 0.02031467, ..., 0.00051759, 0. ,
0.01414625], dtype=float32),
array([0.00286978, 0.01396049, 0. , ..., 0. , 0.03309202,
0.06950419], dtype=float32),
array([0. , 0.04039068, 0. , ..., 0. , 0.01082672,
0.0402014 ], dtype=float32),
array([0. , 0.04001511, 0.001403 , ..., 0.00064457, 0.01321035,
0.03462793], dtype=float32),
array([0.00141468, 0.02778512, 0. , ..., 0. , 0.01746173,
0.03321493], dtype=float32),
array([0.00234984, 0.02825211, 0. , ..., 0. , 0.00848659,
0.049355 ], dtype=float32),
array([0. , 0.04147848, 0.0046015 , ..., 0. , 0.01655043,
0.06837448], dtype=float32),
array([0.00638284, 0.0416043 , 0.00050233, ..., 0. , 0.00709334,
0.05256574], dtype=float32),
array([0.00264477, 0.06122676, 0. , ..., 0. , 0.0013073 ,
0.05429959], dtype=float32),
array([0.00018527, 0.04772319, 0. , ..., 0. , 0.01369024,
0.03541344], dtype=float32),
array([0. , 0.03005632, 0. , ..., 0. , 0.00900214,
0.03449338], dtype=float32),
array([0. , 0.07997506, 0.0050974 , ..., 0. , 0.00804257,
0.06050681], dtype=float32),
array([0.00168814, 0.02286019, 0.00076353, ..., 0.00549177, 0.01006595,
0.02916978], dtype=float32),
array([0.00234626, 0.04819289, 0.00338475, ..., 0.01685938, 0.03560575,
0.07406131], dtype=float32),
array([0. , 0.01185252, 0.00252247, ..., 0.01363728, 0.0107477 ,
0.01375522], dtype=float32),
array([0.01042972, 0.0250506 , 0. , ..., 0. , 0.01575791,
0.03924119], dtype=float32),
array([5.7763536e-03, 3.4284335e-02, 7.7449237e-03, ..., 1.2791767e-02,
4.6598332e-05, 2.9350735e-02], dtype=float32),
array([0.0120884 , 0.04818381, 0. , ..., 0. , 0.00627926,
0.01828743], dtype=float32),
array([0.00310806, 0.0663256 , 0.00949439, ..., 0. , 0.00615911,
0.00844813], dtype=float32),
array([0.01053672, 0.08510385, 0.00545789, ..., 0.0016849 , 0.02207603,
0.04887657], dtype=float32),
array([0.00067965, 0.04701236, 0.00484477, ..., 0. , 0.00440821,
0.01819979], dtype=float32),
array([0.00886586, 0.06499205, 0.0035383 , ..., 0.00230546, 0.04726546,
0.03450978], dtype=float32),
array([0.00134873, 0.03641898, 0. , ..., 0.00286176, 0.00219224,
0.02892583], dtype=float32),
array([0. , 0.02885634, 0.01039606, ..., 0.01690106, 0. ,
0.00536247], dtype=float32),
array([0. , 0.00909875, 0.01307374, ..., 0.03507963, 0.08058693,
0.03203363], dtype=float32),
array([0. , 0.01455926, 0. , ..., 0.00427579, 0.00999284,
0.0127745 ], dtype=float32),
array([0.0115189 , 0.0299673 , 0.0006115 , ..., 0.00550773, 0.02062345,
0.0287858 ], dtype=float32),
...]
pkl.dump(image_features, open('Image_features.pkl','wb'))
pkl.dump(filenames, open('filenames.pkl','wb'))
Image_features=pkl.load(open('Image_features.pkl','rb'))
filenames=pkl.load(open('filenames.pkl','rb'))
Image_features = np.array(Image_features, dtype=np.float16)
print(Image_features.shape)
(22000, 2048)
neighbors= NearestNeighbors(n_neighbors=6, algorithm='brute', metric='euclidean')
neighbors.fit(Image_features)
NearestNeighbors(algorithm='brute', metric='euclidean', n_neighbors=6)In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
NearestNeighbors(algorithm='brute', metric='euclidean', n_neighbors=6)
input_image=extract_features_from_images('54656.jpg', model)
1/1 ━━━━━━━━━━━━━━━━━━━━ 0s 87ms/step
input_image = np.array(input_image, dtype=np.float32)
neighbors._fit_X = neighbors._fit_X.astype(np.float32) # Ensure the model data is float32
distance, indices = neighbors.kneighbors([input_image])
indices[0]
array([13358, 8501, 13384, 20797, 13361, 20082], dtype=int64)
from IPython.display import Image
Image('54656.jpg')
import matplotlib.pyplot as plt
import matplotlib.image as mpimg
def display_images(filenames, indices):
plt.figure(figsize=(20, 5)) # Create a figure with a specific size
# Loop through the first 5 recommended images
for i in range(5):
img_path = filenames[indices[0][i + 1]] # Get the path of the recommended image
img = mpimg.imread(img_path) # Read the image
# Add a subplot for each image
plt.subplot(1, 5, i + 1) # 1 row, 5 columns, position i+1
plt.imshow(img) # Display the image
plt.axis('off') # Turn off the axes
plt.title(f"Recommendation {i + 1}") # Add a title for each image
plt.tight_layout()
plt.show() # Show all images
# Example Usage
display_images(filenames, indices)